The Two-Sided AI Squeeze That Only Travel Faces

The travel industry is being squeezed by AI from both sides of the P&L simultaneously, and it may be the only major industry where that is true.

Adriana Lee did a deep dive on Skift two days before our Skift Data and AI Summit showing that the look-to-book ratio, the foundational math of travel distribution, is deteriorating as AI agents search without the human limits that kept the ratio manageable for decades. People eventually stop browsing, which is the constraint the entire economics of travel search was built around, but agents don’t stop. Every search costs the airline or hotel money whether or not it converts, and the searches are multiplying by orders of magnitude. That is the demand side.

The supply side came into focus at the summit itself, in terms I had not heard travel executives use publicly before. Hilton’s Michael Leidinger called it “tokenomics,” a term that has been circulating in enterprise technology since Deloitte published a major repo